There are so many problems with this that it's hard to know where to begin.
But if he is taking everything, it sounds like he's selling you a lease, not much more.
Unless you are using the store as a front for other "business activity", or doing it as a hobby or as a way to meet chicks, lol, etc I'd fuhghedtabouwdit.